{"id":"W4206565171","doi":"10.1016/j.tvir.2022.100800","title":"Percutaneous bone biopsy","year":2022,"lang":"en","type":"article","venue":"Techniques in vascular and interventional radiology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"","keywords":"Medicine; Percutaneous; Biopsy; Radiology; Cryoablation; Percutaneous biopsy; Bone biopsy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002724027,0.00008812173,0.0002367403,0.0001791653,0.00006298326,0.00000381133,0.00004835623,0.00004513302,0.001087],"category_scores_gemma":[0.00002401522,0.00007991034,0.0002062965,0.0000863428,0.00007172531,0.0000172054,0.0001054772,0.0001748841,0.000003361203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339471,"about_ca_system_score_gemma":0.0000164439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000828758,"about_ca_topic_score_gemma":0.000004325578,"domain_scores_codex":[0.9992273,0.00009892653,0.0002109494,0.0002128889,0.0001162987,0.0001335946],"domain_scores_gemma":[0.999737,0.00003567649,0.00003184253,0.0001422122,0.0000146767,0.00003862933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008654877,0.008574294,0.6987621,0.0002919525,0.001241929,0.01717373,0.0005591947,0.00001833295,0.0147145,0.0982231,0.01398553,0.1455898],"study_design_scores_gemma":[0.003893367,0.007145591,0.6125707,0.0002714337,0.0003661737,0.1830388,0.0004310953,0.000424489,0.002223439,0.02178429,0.1672001,0.0006504988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852915,0.01138525,0.0002417742,0.0008330527,0.00007000216,0.0003384197,0.00001630464,0.00009358083,0.001730089],"genre_scores_gemma":[0.9960762,0.0003127828,0.002860089,0.0003182302,0.0000315433,0.0002101868,0.00007473696,0.00001063588,0.0001055955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658651,"threshold_uncertainty_score":0.9998261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587678293235331,"score_gpt":0.2937852647909199,"score_spread":0.2779084818585666,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}